Unveiling the Brains Behind AI Patenting: Leading Inventors Transforming Technology

By Ayana Marshall, Patent Data Analyst

Artificial intelligence (AI) has come a long way thanks to its top inventors.  Their groundbreaking work has not only pushed AI technology forward but also made it a vital part of different industries.  These innovators have transformed AI from ideas into impactful tools.  This article spotlights these leading inventors, celebrating the individuals whose creativity and foresight have made AI innovations indispensable. 

Leading Inventors in AI: A Perspective Based on Global Patents and Pending Applications 

The table above presents a summary of the contributions of leading AI inventors, ranking them by their patent portfolio size.  This table details a list of inventors with their associated patent portfolios, highlighting their active global patents and pending applications.  The following are the highlights: 

  • Global Patent Leader: Jianzong Wang from Ping An Insurance (Group) tops the list with 1,077 total patents and applications. 
  • Granted Patents: Wang currently holds 364 granted patents. 
  • Pending Applications: A considerable number of 713 applications are pending, indicating active innovation. 
  • Patent Families: Wang’s patents are part of a large family of 1,013, suggesting broad and varied technological advancements. 
  • Company Spotlight: Stradvision, Inc. features prominently, with several inventors on the list having a high volume of pending patents, highlighting the company’s intensive R&D focus. 

The gradient coloring starting from green across the table visually emphasizes the inventors with the most extensive patent activities, with darker greens denoting inventors with larger volumes.  This table, therefore, not only highlights individual achievement but also subtly points out the competitive landscape of AI development among leading tech companies. 

Leading Inventors in AI: A Perspective Based on US Patents and Pending Applications 

This image details a list of inventors with their associated patent portfolios, highlighting their active US patents and pending applications.  

  • U.S. Patent Front-Runner: Sarbajit K. Rakshit from IBM leads with 356 patents and pending applications in the U.S. 
  • Notable Inventors: Kenneth Neumann of Kpn Innovations, LLC and inventors from Capital One Financial Corporation are also highlighted for their substantial contributions. 
  • Close Contender: Austin Walters of Capital One Financial Corporation has a portfolio close behind with 303 patents and pending applications. 
  • Patents vs. Pending Applications: The table distinguishes between granted patents and pending applications, highlighting active areas of innovation with Neumann leading in pending applications. 
  • Cross-Industry Innovation: Inventors from various companies like Cisco Systems, Adobe, and Samsung demonstrate AI’s wide-ranging impact across different sectors. 

Beyond the Numbers 

In summary, the data from both images offers a look at the AI industry’s inventors and their contributions on a global scale, as well as within the United States.  The inventors listed highlight a robust commitment to innovation, with extensive patent portfolios that include both granted patents and those awaiting approval.  

Notably, the inventors affiliated with companies like Stradvision, Inc., Capital One Financial Corporation, and Ping An Insurance Group demonstrate strides in AI technology globally, as evidenced by their patent counts.  The number of pending applications further suggests that the field is poised for growth with potential new AI solutions on the horizon.  These inventors, therefore, represent the driving force behind the AI sector’s evolution, embodying the industry’s commitment to advancing technology and securing its future development through patent protection. 

This data is sourced from the Harrity Analytics Patent Pulse™ Report on Artificial Intelligence.  For more information about the Patent Pulse™ Report visit our website HERE, download a complimentary Patent Pulse Report HERE, or contact Harrity Analytics HERE. 

 

Who’s Conquering the AI Globe?  The Patent Showdown Between Reach & Influence

By Ayana Marshall, Patent Data Analyst

The scope of Artificial Intelligence (AI) patents is a key indicator of innovation and global reach in the field.  The chart in the image arranges the companies by two metrics: the influence of their patents, indicated by average forward citations, and the international expanse of their patent holdings, revealing a strategic dimension to how AI advancements are being staked worldwide. 

Tech Titans in the Spotlight: Microsoft and Alphabet Inc. Lead the Charge 

The bubble chart was used here to assess the breadth of jurisdiction and citation impact of AI patents. Geographic coverage is plotted on the x-axis and average forward citations are plotted on the y-axis.  The following are the highlights from the chart: 

  • Microsoft & Alphabet Inc. Lead: Both companies secure top positions in AI patent rankings, highlighting extensive patent counts and wide international presence. 
  • Citation Impact: Alphabet Inc. has the highest average forward citations with Microsoft closely following. 
  • Other Notable Companies: Toyota Motor Corporation, Samsung Electronics, Huawei, and Robert Bosch. also feature with significant geographic coverage and citation impacts. 
  • Citation Prominence: Baidu, Tencent, and Ping An Insurance are notable because of their citation counts. 

Unveiling the Global AI Innovation Map: A Closer Look at Tech Titans 

The positioning of companies across the chart illuminates the reach of their AI endeavors.  This visual guide offers a look into the scale and influence of each technology titan’s AI patent portfolios.  This data is sourced from the Harrity Analytics Patent Pulse™ Report on Artificial Intelligence.

For more information about the Patent Pulse™ Report visit our website HERE, download a complimentary Patent Pulse Report HERE, or contact Harrity Analytics HERE. 

AI Titans: Who’s Dominating the Patent Universe

By Ayana Marshall, Patent Data Analyst

In the rapidly advancing field of technology, Artificial Intelligence (AI) is a notable area of focus.  This field, where machines are designed to simulate human intelligence, is a center of both innovation and patent competition.  Key players in this arena are major companies that are not only involved in developing AI but also in securing their developments through patents.  These leading companies are actively engaging in AI research and development, and through their patent filings, they are protecting their innovations.  This activity plays a significant role in the ongoing evolution of AI technology and its integration into various industries. 

Global Players: Patent Powerhouses Shaping the Future 

The Top Companies bar chart above illustrates the total patents and total pending applications in AI held by various global corporations.  The following are some highlights: 

  • Leading Patent Holder: Alphabet Inc. holds the highest number of total patents, indicating significant investment in AI. 
  • IBM & Baidu Presence: International Business Machines Corp. (IBM) and Baidu, Inc. follow closely in patent counts, highlighting their roles as major players in AI development. 
  • Samsung’s Pending Applications: Samsung Electronics Co., Ltd. has a notably higher number of pending applications than granted patents. 
  • Varied Company Involvement: Microsoft Corporation, Tencent Holdings Ltd, Toyota Motor Corporation, and Amazon.com, Inc. are also key contenders with substantial patent portfolios. 
  • Ping An Insurance’s AI Focus: Ping An Insurance (Group) Company of China, Ltd. is recognized for its considerable AI patent portfolio. 
  • Manufacturing Companies + AI: Robert Bosch GmbH and Siemens AG, known for manufacturing, have significant AI patent activities, underlining AI’s cross-sector impact. 
  • Technology & Automotive Dominance: The chart emphasizes the strong involvement of technology and automotive companies in AI patent holdings. 

Tracing the Trajectory of AI Patent Publications 

Expanding on the context of patent holdings, the line graph above spans from 2014 to 2023.  The following are the highlights: 

  • Upward Trend:  The Publication Trend shows a fluctuating but overall increasing trend in AI patent publications from 2014 to 2023. 
  • Growth in Publications:  There’s a 7.6% annual increase in AI patent publications in the three years up to 2023. 
  • 2019 as a Milestone Year:  The year 2019 is highlighted as a significant year, marking the start of a noticeable rise in the number of AI patent publications. 

This overview introduces the major industry players and the publication trajectory in AI innovation, offering insights for understanding AI development and patenting.  This data is sourced from the Harrity Analytics Patent Pulse™ Report on Artificial Intelligence. 

For more information about the Patent Pulse™ Report visit our website HERE, download a complimentary Patent Pulse Report HERE, or contact Harrity Analytics HERE.

102 Blocking Patents as an Indication of High-Quality AI Patent Portfolios

By Ayana Marshall, Patent Data Analyst

The hottest area for patenting globally is in Artificial Intelligence (AI) innovation, and one indicator of the quality of patent portfolios in the AI space is the number of 102 blocking patents.  102 blocking patents are patents cited by an examiner as a 102 reference in an office action at the USPTO (United States Patent and Trademark Office).  These Gate Keepers are building high quality patent portfolios that protect their innovation and keep other competitors from patenting similar inventions in AI. 

The table above shows a list of major technology companies, referred to here as “Gate Keepers,” that have obtained the most blocking patents related to Artificial Intelligence (AI).  The following are the highlights from this table: 

  • Alphabet Inc. holds the highest number of blocking patents, totaling 1,145. 
  • Microsoft Corporation follows with 1,068 blocking patents. 
  • Amazon.com, Inc. has 671 blocking patents. 
  • The list includes a mix of technology, automotive, and industrial companies. 
  • Notable entries include Samsung Electronics with 663 patents and IBM with 670 patents. 
  • Companies such as Meta Platforms, Inc. and Ford Motor Company also feature on the list with 200 and 190 patents, respectively. 

Now that we know which companies have the most blocking patents, we can now look at who is being hindered the most by 102 blocking patents.  The table below shows the list of major technology companies, referred to here as the “Hindered,” that have had the most AI patents cited against them in a 102 rejection. 

The following are the highlights from this list of companies: 

  • IBM at the Forefront: International Business Machines Corp. (IBM) leads with 994 patents impacted by 102 blockages. 
  • Samsung & Microsoft Affected: Samsung Electronics Co., Ltd. and Microsoft Corporation also faced significant numbers of blocked patents, with 677 and 618, respectively. 
  • Notable Tech Giants: Alphabet Inc. and Toyota Motor Corporation are among other technology giants, with 508 and 462 blocked AI patents, hinting at the competitive landscape they navigate. 
  • Intellectual Property Challenges: Companies like Intel Corporation and Baidu, Inc. also experienced several patent blockages. 
  • Broad Industry Impact: The list includes a diverse range of companies from different industries, showing that patent blockages in AI are a common challenge across the technology sector. 

This data highlights that the AI technology landscape includes companies that, while pushing the boundaries of AI, encounter significant hurdles in the form of 102 blocked patents.  The challenges faced by these companies underscore the importance of strategic patent management and the potential for collaboration or negotiation in advancing the field of AI.  Despite these obstacles, the continued efforts and resilience of these companies fuel the progress and expansion of AI technologies globally. 

This data is sourced from the Harrity Analytics Patent Pulse™ Report on Artificial Intelligence. For more information about the Patent Pulse™ Report visit our website HERE, download a complimentary Patent Pulse Report HERE, or contact Harrity Analytics HERE.

Apple Vision Pro: A Patent Look at the New Entrant in Virtual Reality

By Ayana Marshall, Patent Data Analyst

Introduction 

Virtual Reality (VR) has evolved from a futuristic concept to an everyday reality, and with Apple’s launch of the Vision Pro headset, the technology giant is now staking its claim in this innovative field.  This article takes a closer look at the Vision Pro, examining how it fits into an already dynamic market and patenting landscape, and what its arrival signifies for the future of VR. 

Overview of Apple’s Vision Pro 

The Apple Vision Pro is designed for seamless integration across the Apple ecosystem, enhancing the user experience on all Apple devices. 

Computational Power, Latency, and Memory Bandwidth 

Powered by the M2 chip, the Vision Pro balances high-speed processing with energy efficiency, further enhanced by a 10-core GPU and a 16-core Neural Engine.  With 16GB of unified memory, it supports efficient data processing and multitasking.  The introduction of the R1 chip reduces photon-to-photon latency to 12 milliseconds, enhancing immersion and minimizing motion sickness, while a 256GB/s memory bandwidth ensures responsive VR interactions. 

Display Technology, Audio Technology, and Media Playback 

Its display employs micro-OLED technology with 23 million pixels, delivering visuals supported by a wide color spectrum and variable refresh rates for smooth motion.  An array of advanced sensors and cameras enables environmental mapping and motion tracking, complemented by passthrough technology that blends virtual and physical spaces for enhanced user awareness.  The Vision Pro’s immersive audio experience, enriched by Spatial Audio with dynamic head tracking, personalized audio ray tracing, a six-mic array with directional beamforming, and ultra-low-latency connections with AirPods Pro (2nd generation).  Additionally, extensive support for audio and video formats ensures high-fidelity content consumption. 

Operating System, Battery Life and Charging 

visionOS, Apple’s platform for spatial computing, is the operating system for the Vision Pro.  This operating system enhances the VR experience by leveraging the device’s advanced hardware for seamless navigation and immersive applications, integrating tightly with the Apple ecosystem.  It supports eye and hand controls and is compatible with physical keyboards, trackpads, and game controllers.  The Vision Pro’s optimized battery life supports extended use, and advanced connectivity options with Wi-Fi 6 (802.11ax) and Bluetooth 5.3 provide reliable streaming and device pairing. 

Input Methods, Ergonomics and Physical Design 

Input versatility includes interactions through hands, eyes, voice, and supported accessories like keyboards, trackpads, and game controllers, broadening usability.  Items can be chosen simply by gazing at them and tapping fingers together, while pinching, dragging, zooming, and rotating objects can be accomplished using specific hand gestures.  The adjustable Interpupillary Distance (IPD) and the device’s lightweight design provide visual comfort and ease of use. 

Security and Accessibility Features 

Security is a priority, with Optic ID offering iris-based biometric authentication, encrypting data securely to protect user privacy.  A key aspect of the Vision Pro is its comprehensive accessibility features, designed to empower individuals with disabilities to fully engage with their device. 

Exploring the VR Market Dynamics 

The Vision Pro enters a market with well-known products like the Sony PlayStation VR, HTC Vive, and Meta’s Quest 3.  These systems have already established their places in the VR market, creating a competitive environment for the introduction of the Apple Vision Pro. 

Patents as Innovation Indicators 

Based on data provided by the Harrity Analytics Patent Pulse™ Report on VR Hardware, the trend in VR hardware patent publications has experienced a consistent increase up to 2022, after which it levels off.  Over the past three years, there has been an annual growth of 5.8% in patent publications.  An increase in patent filings typically reflects a period of innovation, as companies seek to secure legal protection for their new inventions.  The data suggests progress in VR hardware development, pointing to the technology’s ongoing expansion and adoption.  

Analyzing the Growth of VR Hardware Patents: A Snapshot of Industry Leaders and Apple’s Position 

The chart presents data on the patent activities of leading corporations in the VR domain, specifically comparing the number of patents to the number pending applications.  This data provides a snapshot of VR technology patenting from technology giants. The following are highlights from this chart: 

  • Sony Group Corporation leads with the highest patent count. 
  • Microsoft, Meta Platforms, Magic Leap, Samsung, and Nintendo follow as top patent holders. 
  • These companies have many pending applications, showing active VR development. 
  • Apple Inc. ranks in the top 15, with fewer patents than the leaders. 

How Does Apple’s Growth in VR Patent Publications Compare to Industry Leaders? 

The following are the highlights from this chart about Apple’s publication trends: 

  • Apple’s publication growth in 3 years: 19.1%, more than triple the entire VR sector’s growth. 
  • Significant growth observed from 2019 to 2021, followed by a stable period. 
  • Growth resumed in the years 2022 to 2023. 

The Competitive Ecosystem 

As Apple’s Vision Pro joins the competitive landscape of virtual reality headsets, it stands amidst established players like Meta’s Quest series and Sony’s PlayStation VR.  Apple’s entry introduces its distinct blend of technologies and design philosophies, aiming to carve out its niche in a market that values innovation and user-centric experiences.  This environment, where companies not only compete on product capabilities but also on the intellectual property front, highlights a dynamic interplay of market strategies and technological advancements. 

The chart provides a visual comparison of the influence and scope within the VR hardware patent landscape.  Influence is gauged by the average number of citations a company’s patents receive, indicating their significance to subsequent technological developments.  Scope is measured by the length of a patent’s first claim, which can reflect the breadth of the invention’s protection.  Larger bubbles represent a higher quantity of patents held by each entity.  The following are highlights from this chart: 

  • Microsoft and Alphabet have influential patents with shorter claim lengths. 
  • Goertek and Nintendo’s patents feature longer first claims. 
  • Apple’s patents have lower influence based on forward citations and have fewer words in the first claim. 

Analyzing the Impact and Breadth of VR Patent Portfolios 

Building on the understanding of patent activity as an indicator of technological development, further analysis can be conducted by examining the nuances of patent influence against the diversity of technology within the VR sector.  Review of such metrics provides insight into how companies balance the breadth of their technological advancements with the impact of their intellectual contributions.  This approach to patent analysis offers a unique perspective on how a company like Apple, with its moderate citation influence and longer first claims, positions itself among peers in terms of technological diversity and patent influence. 

This chart offers a visual representation of the interplay between the number of forward citations—a marker of influence—and the technological diversity, as indicated by unique Cooperative Patent Classification (CPC) codes, for patents in the VR hardware domain.  The bubble sizes reflect the volume of patents each company holds.  The following are highlights from this chart: 

  • Microsoft and Alphabet have a high average of forward citations and multiple unique CPC codes. 
  • Sony and Meta Platforms demonstrate significant technological diversity. 
  • Apple holds moderate influence and technological diversity in this context. 

The Future is Now 

Apple’s Vision Pro is not the only VR headset to be introduced to the market in 2024.  The VR hardware landscape is set for potential other new releases from companies that include Valve Corporation and ByteDance.  Here is a summary of the most anticipated VR headsets: 

  1. Project Moohan: Samsung and Google are partnering to develop an advanced XR headset that leverages Samsung’s hardware capabilities and Google’s Android XR software.  This joint endeavor is positioned as a competitor to Apple’s Vision Pro, with an anticipated release in the summer of 2024. 
  2. PICO 4: Parent company Bytedance has apparently not yet launched PICO 4 in the US. 
  3. Valve VR Headset: Valve is currently working on the next iteration of its Valve Index VR headset, drawing upon its established VR expertise and extensive gaming catalogue. 
  4. Valve “Deckard”: This appears to be a new venture by Valve, which may be the successor to the Index VR system. 

While not dominating the VR landscape, the companies shown in the above image, including Valve Corporation and ByteDance Ltd., own multiple VR patents and have several applications pending.  Their portfolios, though not as extensive as some competitors, reflect active participation in the VR sector. 

Applications of VR Technology Beyond Entertainment 

It should be noted that VR technology extends well beyond gaming into various sectors including the following:  

  • VR aids healthcare by enabling simulation of medical procedures and virtual patient rehabilitation. 
  • Education uses VR for immersive learning, allowing students to virtually visit historical locations or learn complex science. 
  • Real estate employs VR for remote property tours. 
  • Design and engineering benefit from VR’s ability to create 3D models, aiding visualization, and project iteration. 
  • The entertainment industry utilizes VR for immersive films and interactive storytelling experiences. 

Conclusion 

The launch of the Vision Pro signals Apple’s commitment to the VR segment.  With Apple holding a growing position in terms of patent activity and having moderate influence and technological variety within the VR domain, Vision Pro’s future contributions to this sector are anticipated with interest.

This data is sourced from the Harrity Analytics Patent Pulse™ Report on VR Hardware.  For more information about the Patent Pulse™ Report visit our website HERE, download a complimentary Patent Pulse Report HERE, or contact Harrity Analytics HERE. 

Sources: 

https://harrityllp.com/patent-pulse-report/ 

https://www.dexerto.com/tech/upcoming-vr-headsets-2156692/ 

https://deovr.com/blog/87-upcoming-vr-headsets 

https://www.tomsguide.com/news/oculus-quest-3-release-date-rumors-specs-news#:~:text=The%20Meta%20Quest%203%20is,to%20say%20about%20that%20soon) 

https://www.youtube.com/watch?v=dtp6b76pMak 

https://www.apple.com/apple-vision-pro/ 

https://www.apple.com/apple-vision-pro/guided-tour/  

https://www.apple.com/apple-vision-pro/specs/  

https://www.apple.com/newsroom/2023/01/apple-unveils-m2-pro-and-m2-max-next-generation-chips-for-next-level-workflows/  

https://forums.appleinsider.com/discussion/233273/hands-on-with-apple-vision-pro-in-the-wild  

https://www.makeuseof.com/what-is-apples-r1-chip-how-does-it-compare-m1-and-m2/  

https://www.hardwarezone.com.sg/tech-news-samsung-and-googles-xr-headset-expected-launch-2024  

https://www.theverge.com/2023/12/13/23999883/the-pico-5-headset-might-be-canceled-but-bytedance-isnt-done-with-vr  

The Transformative Power of Mentorship: A Spotlight on the Patent Pathways™ Mentor Program

In the realm of personal and professional development, the role of mentorship is often underscored. The Patent Pathways™ program, a unique initiative designed to guide budding patent practitioners, is a testament to the transformative power of mentorship. Ayana Marshall, the chair of Patent Pathways™, recently shared her insights on the profound impact that mentors can have on the lives of their mentees in the following video.

Ayana’s journey into the patent field was sparked by an inadvertent mentor, a woman she met at a conference who spoke with infectious enthusiasm about her career in technology transfer and patent work. This encounter, though seemingly incidental, had a profound impact on Ayana’s career trajectory. It led her to delve into the patent field, a domain she might not have discovered otherwise. This story underscores the immense influence mentors can wield, often without even realizing it.

However, the Patent Pathways™ program is not about inadvertent mentorship. It’s about intentional mentorship. The mentors in this program consciously choose to guide, support, and inspire their mentees. They are the catalysts for change, the guiding lights that illuminate the path for future patent practitioners.

The mentors in the Patent Pathways™ program are not just diversifying the patent field; they are creating a ripple effect that transcends generations. This is particularly significant for minorities, who, with the right guidance and support, can make their mark in a profession that is not only financially rewarding but also instrumental in driving innovation.

By becoming a mentor for this unique program, you have the power to shape the future of the patent field and, more importantly, to make a difference. You have the opportunity to be the intentional mentor that will change the trajectory of an individual’s life, and future generations to come.

The impact of mentorship, as exemplified by Ayana’s story and the Patent Pathways™ program, is profound and far-reaching. It’s about more than just guiding someone through their career; it’s about inspiring them, supporting them, and helping them realize their potential. As a mentor, you have the power to change lives. If you are passionate about increasing diversity or helping others, become a mentor, and make a difference today. Your commitment can shape the future of the patent field and the lives of the individuals within it. Get started by clicking here: BECOME A MENTOR

Check out more ways to get involved below!

JOIN A PATENT PATHWAYS COMMITTEE
BECOME A LAW FIRM PARTNER
BECOME A CORPORATE SPONSOR
APPLY TO PARTICIPATE IN PATENT PATHWAYS

Harrity Thought-Leaders Provide Comments on USPTO’s National Strategy for Expanding American Innovation

Harrity diversity thought-leaders Elaine Spector, Edward Kim, and Ayana Marshall provided comments in response to USPTO‘s National Strategy for Expanding American Innovation alongside other members of the Intellectual Property Owners Association (IPO)‘s Women in IP and Diversity & Inclusion committees.

“An important aspect for moving innovation with respect to under-represented groups is to understand the extent of the issue, and then track improvements with regard to innovation and commercialization.”
Read the full response below:

For more information regarding our diversity initiatives, visit harrityllp.com/diversity.  To see more diversity and inclusion resources, visit The Diversity Channel.